
============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 13:40:41
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:41
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:41
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 13:40:41
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:41
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:41
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 13:40:41
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:41
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:41
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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

============================================================
WHOLE-CABIN HYBRID BOARDING SCENARIO
RESEARCH EXPERIMENT 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
============================================================
Date/Time: 2026-07-17 13:40:42
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 65
DETERMINISTIC OPERATIONAL RECOMMENDATION AUDIT
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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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